Hello! I am Millicent, a detail-oriented data annotation specialist with over a decade of experience in AI data labeling, image and video annotation for vehicle detection, crop field analysis, animal identification, and dental X-ray diagnostics. I thrive in high-precision, workflow-driven environments and enjoy building reliable annotation pipelines that support real-world autonomous driving, smart farming, and healthcare applications. I am passionate about delivering clean, structured data and mentoring junior annotators to uphold QA standards. I value clear communication, peer reviews, and continuous training to ensure accuracy and consistency across projects.

Millicent Cherop Makwerere

Hello! I am Millicent, a detail-oriented data annotation specialist with over a decade of experience in AI data labeling, image and video annotation for vehicle detection, crop field analysis, animal identification, and dental X-ray diagnostics. I thrive in high-precision, workflow-driven environments and enjoy building reliable annotation pipelines that support real-world autonomous driving, smart farming, and healthcare applications. I am passionate about delivering clean, structured data and mentoring junior annotators to uphold QA standards. I value clear communication, peer reviews, and continuous training to ensure accuracy and consistency across projects.

Available to hire

Hello! I am Millicent, a detail-oriented data annotation specialist with over a decade of experience in AI data labeling, image and video annotation for vehicle detection, crop field analysis, animal identification, and dental X-ray diagnostics. I thrive in high-precision, workflow-driven environments and enjoy building reliable annotation pipelines that support real-world autonomous driving, smart farming, and healthcare applications.

I am passionate about delivering clean, structured data and mentoring junior annotators to uphold QA standards. I value clear communication, peer reviews, and continuous training to ensure accuracy and consistency across projects.

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Language

English
Fluent

Work Experience

Image Annotator, Quality Analyst, AI Trainer at Outsourcing
March 1, 2025 - March 1, 2025
Tagging vehicle instances in video frames for autonomous driving projects, performing object detection, tracking, and occlusion analysis; contributed to annotation QA protocols, peer reviews, and training to ensure consistency and accuracy.
Data Annotator / Image & Video Annotator at Outsourcing
August 1, 2020 - December 1, 2022
Remote data annotation work labeling multi-class vehicle types in images and videos (cars, trucks, motorcycles, bicycles, buses); applied bounding boxes, polygon segmentation, and keypoints for ADA/S dataset. Performed Teeth X-ray annotation marking individual teeth in panoramic and bitewing X-rays, annotated dental anomalies, and labeled jaw structures for dental AI models. Labeled wildlife and domesticated animals in conservation datasets; performed QA support, peer review, training, and guideline enforcement to ensure annotation consistency and accuracy.
Data Annotator at Outsourcing
January 1, 2023 - March 1, 2025
Labeled multi-class vehicle types in images and videos. Applied bounding boxes, polygon segmentation, and keypoints for various datasets. Annotated dental X-ray images with tooth numbering and anomalies; labeled jaw structures for AI models. Conducted animal identification and behavior tagging in conservation datasets; supported QA processes, including peer reviews and guideline enforcement.
Image Annotator at Sama Source Limited
January 1, 2014 - July 1, 2020
Labeled drone imagery for agricultural projects to detect irrigation patterns, crop health, and land segmentation; identified and labeled animal species in biodiversity research; annotated vehicle types in images and videos; performed dental X-ray annotation; adhered to QA procedures and contributed to training data preparation. Achieved high QA pass rates and supported process improvements.
Vehicle Annotation at Outsourcing
January 1, 2023 - March 1, 2025
Labeled multi-class vehicle types in images and videos (cars, trucks, motorcycles, bicycles); applied bounding boxes, polygonal segmentation, and keypoints for ADAS datasets; annotated attributes such as occlusion, direction, and movement state; supported autonomous driving AI tasks.

Education

Diploma in Business Management at Kenya Institute of Management
January 11, 2030 - January 1, 2013
Bachelor of Science in Horticulture at Meru University
January 11, 2030 - January 1, 2013
BSc in Science and Horticulture at Meru University
January 11, 2030 - January 1, 2013

Qualifications

Add your qualifications or awards here.

Industry Experience

Agriculture & Mining, Healthcare, Life Sciences, Software & Internet, Transportation & Logistics, Professional Services, Manufacturing